Abstract
We examined the latent structure and taxonicity of hypersexuality in large university and community samples of male and female respondents. Participants completed the Hypersexual Behavior Inventory (HBI) and Sexual Compulsivity Scale (SCS), each as part of larger anonymous online surveys of sexual behavior. Exploratory factor analyses (EFA) were performed in part to prepare the data for taxometric analysis and also to identify the putative dimensions underpinning each measure. Three latent dimensions were identified from each of the Sexual Compulsivity Scale (dyscontrol, consequences, and preoccupation) and Hypersexual Behavior Inventory (coping, dyscontrol, and consequences). Taxometric analyses of the generated factors using mean above minus below a cut (MAMBAC), maximum covariance (MAXCOV), and latent mode factor analysis (L-Mode) broadly supported a dimensional latent structure for hypersexuality, particularly in female participants. Implications pertaining to the assessment of hypersexuality are discussed.
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Arntz, A., Bernstein, D., Gielen, D., van Nieuwenhuyzen, M., Penders, K., Haslam, N., et al. (2009). Taxometric evidence for the dimensional structure of cluster-C, paranoid, and borderline personality disorders. Journal of Personality Disorders, 23, 606–628.
Atwood, J. D., & Gagnon, J. (1987). Masturbatory behavior in college youth. Journal of Sex Education and Therapy, 13, 35–42. https://doi.org/10.1080/01614576.1987.11074907.
Bancroft, J. (2008). Sexual behavior that is “out of control”: A theoretical conceptual approach. Psychiatric Clinics of North America, 31, 593–601.
Beauchaine, T. P. (2007). A brief taxometrics primer. Journal of Clinical Child and Adolescent Psychology, 36, 654–676.
Carnes, P. (1991). Don’t call it love: Recovery from sexual compulsion. New York: Bantam Books.
Carvalho, J., Štulhofer, A., Vieira, A. L., & Jurin, T. (2015). Hypersexuality and high sexual desire: Exploring the structure of problematic sexuality. Journal of Sexual Medicine, 12, 1356–1367. https://doi.org/10.1111/jsm.12865.
Coleman, E. (1992). Is your patient suffering from compulsive sexual behavior? Psychiatric Annals, 22, 320–325.
Coleman, E., Miner, M., Ohlerking, F., & Raymond, N. (2001). Compulsive Sexual Behavior Inventory: A preliminary study of reliability and validity. Journal of Sex and Marital Therapy, 27, 325–332. https://doi.org/10.1080/009262301317081070.
Giles, J. (2006). No such thing as excessive levels of sexual behavior [Letter to the Editor]. Archives of Sexual Behavior, 35, 641–642. https://doi.org/10.1007/s10508-006-9098-3.
Graham, F. J., Walters, G. D., Harris, D. A., & Knight, R. A. (2016). Is hypersexuality dimensional or categorical? Evidence from male and female college samples. Journal of Sex Research, 53, 224–238. https://doi.org/10.1080/00224499.2014.1003524.
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6, 1–55. https://doi.org/10.1080/10705519909540118.
Kafka, M. P. (1997). Hypersexual desire in males: An operational definition and clinical implications for males with paraphilias and paraphilia-related disorders. Archives of Sexual Behavior, 26, 505–526. https://doi.org/10.1023/A:1024507922470.
Kafka, M. P. (2010). Hypersexual disorder: A proposed diagnosis for DSM-V. Archives of Sexual Behavior, 39, 377–400. https://doi.org/10.1007/s10508-009-9574-7.
Kafka, M. P. (2014). What happened to hypersexual disorder? [Letter to the Editor]. Archives of Sexual Behavior, 43, 1259–1261. https://doi.org/10.1007/s10508-014-0326-y.
Kalichman, S. C., Johnson, J. R., Adair, V., Rompa, D., Multhauf, K., & Kelly, J. A. (1994). Sexual sensation seeking: Scale development and predicting AIDS-risk behavior among homosexually active men. Journal of Personality Assessment, 62, 385–397. https://doi.org/10.1207/s15327752jpa6203_1.
Kalichman, S. C., & Rompa, D. (1995). Sexual sensation seeking and sexual compulsivity scales: Reliability, validity, and predicting HIV risk behavior. Journal of Personality Assessment, 65, 586–601. https://doi.org/10.1207/s15327752jpa6503_16.
Kalichman, S. C., & Rompa, D. (2001). The Sexual Compulsivity Scale: Further development and use with HIV-positive persons. Journal of Personality Assessment, 76, 379–395. https://doi.org/10.1207/S15327752JPA7603_02.
Kaplan, M. S., & Krueger, R. B. (2010). Diagnosis, assessment, and treatment of hypersexuality. Journal of Sex Research, 47, 181–198. https://doi.org/10.1080/00224491003592863.
King, M. W. (2010). Neurodevelopmental vulnerability for pedophilia: A taxometric investigation of its latent structure. Unpublished doctoral dissertation, The University of Maine, Orono, Maine.
Kingston, D. A., & Firestone, P. (2008). Problematic hypersexuality: A review of conceptualization and diagnosis. Sexual Addiction & Compulsivity, 15, 284–310. https://doi.org/10.1080/10720160802289249.
Kingston, D. A., Graham, F. J., & Knight, R. A. (2017). Relations between self-reported adverse events in childhood and hypersexuality in adult male sexual offenders. Archives of Sexual Behavior, 46, 707–720. https://doi.org/10.1007/s10508-016-0873-5.
Kinsey, A. C., Pomeroy, W. B., & Martin, C. E. (1948). Sexual behavior in the human male. Philadelphia: W.B. Saunders.
Knight, R. A., & Cerce, D. D. (1999). Validation and revision of the multidimensional assessment of sex and aggression. Psychologica Belgica, 39, 135–161.
Lalumière, M. L., Chalmers, L. J., Quinsey, V. L., & Seto, M. C. (1996). A test of the mate deprivation hypothesis of sexual coercion. Ethology and Sociobiology, 17, 299–318. https://doi.org/10.1016/S0162-3095(96)00076-3.
Levaque, E., Sawatsky, M. L., & Lalumière, M. L. (2016). Hypersexualité chez les étudiants universitaires hétérosexuels. Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement, 48, 182–192.
Ley, D. J. (2012). The myth of sex addiction. Lanham, MD: Rowman & Littlefield Publishers.
Marcus, D. K., Fulton, J. J., & Turchik, J. A. (2011). Is risky sexual behavior continuous or categorical? A taxometric analysis of the Sexual Risk Survey. Psychological Assessment, 23, 282–286.
Marsh, H. W., Hau, K. T., & Wen, Z. (2004). In search of golden rules: Comment on hypothesis-testing approaches to setting cutoff values for fit indices and dangers in overgeneralizing Hu and Bentler’s (1999) findings. Structural Equation Modeling: A Multidisciplinary Journal, 11, 320–341. https://doi.org/10.1207/s15328007sem1103_2.
McGrath, R. E., & Walters, G. D. (2012). Taxometric analysis as a general strategy for distinguishing categorical from dimensional latent structure. Psychological Methods, 17, 284–293. https://doi.org/10.1037/a0026973.
Meehl, P. E. (1992). Factors and taxa, traits and types, differences of degree and differences in kind. Journal of Personality, 60, 117–174.
Meehl, P. E. (1995). Bootstraps taxometrics: Solving the classification problem in psychopathology. American Psychologist, 50, 266–275. https://doi.org/10.1037/0003-066X.50.4.266.
Meehl, P. E. (2004). What’s in a taxon? Journal of Abnormal Psychology, 113, 39–43. https://doi.org/10.1037/0021-843X.113.1.39.
Meehl, P. E., & Yonce, L. J. (1994). Taxometric analysis: I. Detecting taxonicity with two quantitative indicators using means above and below a sliding cut (MAMBAC procedure). Psychological Reports, 74, 1059–1274.
Meehl, P. E., & Yonce, L. J. (1996). Taxometric analysis: II. Detecting taxonicity using covariance of two quantitative indicators in successive intervals of a third indicator (MAXCOV procedure). Psychological Reports, 78, 1091–1227. https://doi.org/10.2466/pr0.1996.78.3c.1091.
Muthén, B. O., & Muthén, L. K. (2013). Mplus version 7.11. Los Angeles, CA: Muthén & Muthén.
Penke, L., & Asendorpf, J. B. (2008). Beyond global sociosexual orientations: A more differentiated look at sociosexuality and its effects on courtship and romantic relationships. Journal of Personality and Social Psychology, 95, 1113–1135.
Reid, R. C., Carpenter, B. N., & Lloyd, T. Q. (2009). Assessing psychological symptom patterns of patients seeking help for hypersexual behavior. Sexual and Relationship Therapy, 24, 47–63. https://doi.org/10.1080/14681990802702141.
Reid, R. C., Garos, S., & Carpenter, B. N. (2011). Reliability, validity, and psychometric development of the Hypersexual Behavior Inventory in an outpatient sample of men. Sexual Addiction & Compulsivity, 18, 30–51. https://doi.org/10.1080/10720162.2011.555709.
Reid, R. C., Garos, S., & Fong, T. (2012). Psychometric development of the hypersexual behavior consequences scale. Journal of Behavioral Addictions, 1, 115–122. https://doi.org/10.1556/JBA.1.2012.001.
Reid, R. C., & Kafka, M. P. (2014). Controversies about hypersexual disorder and the DSM-5. Current Sexual Health Reports, 6, 259–264. https://doi.org/10.1007/s11930-014-0031-9.
Reynolds, W. M. (1982). Development of reliable and valid short forms of the Marlowe–Crowne Social Desirability Scale. Journal of Clinical Psychology, 38, 119–125.
Ruscio, J. (2007). Taxometric analysis: An empirically-grounded approach to implementing the method. Criminal Justice and Behavior, 34, 1588–1622. https://doi.org/10.1177/0093854807307027.
Ruscio, J. (2011) Taxometric programs for the R computing environment: User’s manual (http://www.taxometricmethod.com). Accessed April 12, 2014.
Ruscio, J., Haslam, N., & Ruscio, A. M. (2006). Introduction to the taxometric method: A practical guide. Mahwah, NJ: Lawrence Erlbaum.
Ruscio, J., & Ruscio, A. M. (2008). Categories and dimensions advancing psychological science through the study of latent structure. Current Directions in Psychological Science, 17, 203–207. https://doi.org/10.1111/j.1467-8721.2008.00575.x.
Ruscio, J., Ruscio, A. M., & Meron, M. (2007). Applying the bootstrap to taxometric analysis: Generating empirical sampling distributions to help interpret results. Multivariate Behavioral Research, 42, 349–386. https://doi.org/10.1080/00273170701360795.
Ruscio, J., Walters, G. D., Marcus, D. K., & Kaczetow, W. (2010). Comparing the relative fit of categorical and dimensional latent variable models using consistency tests. Psychological Assessment, 22, 5–21. https://doi.org/10.1037/a0018259.
Seto, M. C., Lalumière, M. L., Harris, G. T., & Chivers, M. L. (2012). The sexual responses of sexual sadists. Journal of Abnormal Psychology, 121, 739–753.
Shadish, W. R., Cook, T. D., & Campbell, D. T. (2002). Experimental and quasi-experimental designs for generalized causal inference. Boston, MA: Mifflin.
Štulhofer, A., Jurin, T., & Briken, P. (2016). Is high sexual desire a facet of male hypersexuality? Results from an online study. Journal of Sex and Marital Therapy, 42, 665–680. https://doi.org/10.1080/0092623X.2015.1113585.
Turchik, J. A., & Garske, J. P. (2009). Measurement of sexual risk taking among college students. Archives of Sexual Behavior, 38, 936–948. https://doi.org/10.1007/s10508-008-9388-z.
Vriend, C., Pattij, T., van der Werf, Y. D., Voorn, P., Booij, J., Rutten, S., … van den Heuvel, O. A. (2014). Depression and impulse control disorders in Parkinson’s disease: Two sides of the same coin? Neuroscience and Biobehavioral Reviews, 38, 60–71.
Waller, N. G., & Meehl, P. E. (1998). Multivariate taxometric procedures: Distinguishing types from continua. Thousand Oaks, CA: Sage.
Walters, G. D. (2008). The latent structure of alcohol use disorders: A taxometric analysis of structured interview data obtained from male federal prison inmates. Alcohol and Alcoholism, 43, 326–333.
Walters, G. D., Knight, R. A., & Långström, N. (2011). Is hypersexuality dimensional? Evidence for the DSM-5 from general population and clinical samples. Archives of Sexual Behavior, 40, 1309–1321. https://doi.org/10.1007/s10508-010-9719-8.
Walters, G. D., McGrath, R. E., & Knight, R. A. (2010). Taxometrics, polytomous constructs, and the Comparison Curve Fit Index: A Monte Carlo analysis. Psychological Assessment, 22, 149–156. https://doi.org/10.1037/a0017819.
Walters, G. D., & Ruscio, J. (2009). To sum or not to sum: Taxometric analysis with ordered categorical assessment items. Psychological Assessment, 21, 99–111. https://doi.org/10.1037/a0015010.
Walters, G. D., & Ruscio, J. (2010). Where do we draw the line? Assigning cases to subsamples for MAMBAC, MAXCOV, and MAXEIG taxometric analyses. Assessment, 17, 321–333. https://doi.org/10.1177/1073191109356539.
Winters, J., Christoff, K., & Gorzalka, B. B. (2010). Dysregulated sexuality and high sexual desire: Distinct constructs? Archives of Sexual Behavior, 39, 1029–1043. https://doi.org/10.1007/s10508-009-9591-6.
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Kingston, D.A., Walters, G.D., Olver, M.E. et al. Understanding the Latent Structure of Hypersexuality: A Taxometric Investigation. Arch Sex Behav 47, 2207–2221 (2018). https://doi.org/10.1007/s10508-018-1273-9
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DOI: https://doi.org/10.1007/s10508-018-1273-9